Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-04 23:40 UTC

crewAIInc / crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

PythonMIT★ 56,620 stars⑂ 8,066 forkssince Oct 2023View on GitHub ↗
KindCommand-line toolLibraryMCP serverTerminal interfacehow this is determined

crewAIInc/crewAI holds a health index of 99 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on Security (78/100). It was last updated today. 3 contributors account for most of its recent work.

99
overall / 100
Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

99
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 89 is calibrated to 99 on the published index scale (record calibration 2026-08-02).

Ownership

crewAIOrganization
2,201 followers33 public repossince May 2024

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIcrewai-cli1.15.10-1034 days ago
PyPIcrewai1.15.10-3974 days ago
PyPIcrewai-core1.15.10-1034 days ago
PyPIcrewai-files1.15.10-2064 days ago
PyPIcrewai-tools1.15.10-3274 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

100Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recencylast push 0 days ago
36/36Commit cadence52/52 weeks with commits
18/18Commit volume1,123 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,123
human_commit_share1
days_since_last_push0
active_weeks_last_year52

Release discipline

100Exceptional
How it's scored
27/27Ships releases100 releases published
36/36Release recencylatest release 4 days ago
27/27Release cadencea release every ~1.6 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count100
latest_release_tag1.15.10
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases1.6
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

85Excellent · 17% of overall
How it's scored
60/60Stars56,620 stars
25/25Forks8,066 forks
14.4/15Watchers392 watchers
Inputs used
forks8,066
stars56,620
watchers392
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges8
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

83Excellent · 23% of overall
How it's scored
36/54Bus factor3 contributor(s) cover half of all commits
16.7/22.5Commit distributiontop contributor authored 26% of commits
13.5/13.5Contributor breadth98 contributors
10/10OpenSSF Scorecard: Contributorsproject has 38 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled98
top_contributor_share0.257
How it's scored
39.9/42Issue resolution95% of issues closed
16.9/30PR acceptance2,067/3,678 decided PRs merged
0.9/13Newcomer PR acceptance1/14 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Reviewall changesets reviewed
Inputs used
merged_prs2,067
open_issues108
closed_issues2,010
prs_merged_7d17
prs_decided_7d35
prs_merged_30d35
prs_decided_30d60
issue_closed_ratio0.949
closed_unmerged_prs1,611
first_time_authors_30d8
first_time_prs_merged_30d1
first_time_prs_decided_30d14
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
24/25Owner reach2,201 followers of crewAIInc
15.5/25Track record33 public repos, account ~2 yr old
Inputs used
followers2,201
owner_typeOrganization
is_verified
owner_logincrewAIInc
public_repos33
account_age_days803
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable5 package(s) on pypi
35/35Publish recencylatest publish 4 days ago
20/20Version history397 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagescrewai-cli, crewai, crewai-core, crewai-files, crewai-tools
ecosystemspypi
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows14 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://crewai.com
10/10Repository description
10/10Topics5 topics
0/10Wiki
Inputs used
topicsagents, ai, ai-agents, llms, aiagentframework
has_wikino
homepagehttps://crewai.com
docs_sitehttps://crewai.com
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

78Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
6/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Reviewall changesets reviewed
2.5/2.5Contributorsproject has 38 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
0/5Packagingno data
4.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities3 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7.9
Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.
How it's scored
7.6/35Direct dependencies free of known advisories1 affected: chromadb 1.1.1 (critical 9.8)
25/25Indirect dependencies free of known advisoriesno indirect dependency carries a known advisory
40/40No advisories left outstandingno advisory has been public longer than 90 days
Inputs used
sourceosv
advisories2
affected_packages1
assessed_packages132
unassessed_packages0
affected_by_severitycritical 1
direct_affected_packages1
Matched the pypi:crewai@1.15.10 runtime dependency closure — what installing the published package pulls in — 132 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

84Excellent · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md, lib/cli/src/crewai_cli/templates/AGENTS.md, lib/cli/src/crewai_cli/templates/declarative_flow/AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share1
agent_instruction_filesAGENTS.md, lib/cli/src/crewai_cli/templates/AGENTS.md, lib/cli/src/crewai_cli/templates/declarative_flow/AGENTS.md
agent_instruction_max_bytes40,736
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config
11/11Static type checkinglib/cli/src/crewai_cli/py.typed, lib/crewai-core/src/crewai_core/py.typed, lib/crewai-files/src/crewai_files/py.typed, lib/crewai-tools/src/crewai_tools/py.typed, lib/crewai/src/crewai/py.typed
10/10Reproducible environmentlockfile
10/10Demonstrated agent practice20 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenancedependency automation configured, none observed in the sampled commits
9/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configslib/cli/src/crewai_cli/py.typed, lib/crewai-core/src/crewai_core/py.typed, lib/crewai-files/src/crewai_files/py.typed, lib/crewai-tools/src/crewai_tools/py.typed, lib/crewai/src/crewai/py.typed
agent_commit_share0.2
toolchain_manifests
dependency_bot_commit_share0
How it's scored
27/45Type-checkable codePython with type-check config (lib/cli/src/crewai_cli/py.typed, lib/crewai-core/src/crewai_core/py.typed, lib/crewai-files/src/crewai_files/py.typed, lib/crewai-tools/src/crewai_tools/py.typed, lib/crewai/src/crewai/py.typed)
53.8/55Manageable file sizes27/1,289 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes171,469
source_files_sampled1,289
oversized_source_files27
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

56,620GitHub stars
98contributors
1,123commits, last 12 months
0days since last push
100releases
3bus factor
108open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 21 authors (cap 12)
  • Could not fetch pypi package 'crewai-devtools' from its registry

More detail

Star and fork history 0 ★ / 8,066 ⇿
0Stars
8,066Forks
32Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

7,0007,2007,4007,6007,8008,0008,2008,066202026-052026-062026-08
Major 0Minor 1Patch 12
OpenSSF Scorecard 7.9 / 10
7.9aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-04 23:39 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 38 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
Direct dependencies 80
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Full resolved dependency set from the GitHub dependency graph: 108 direct and 480 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIpatronus0.1.24indirect
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PyPIpip-audit2.9.0indirect
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PyPIpsycopg2-binary2.9.12indirect
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PyPIpyproject-hooks1.2.0indirect
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PyPIpysher1.0.8indirect
PyPIpytest9.0.3indirect
PyPIpytest-asyncio1.3.0indirect
PyPIpytest-randomly4.0.1indirect
PyPIpytest-recording0.13.4indirect
PyPIpytest-split0.11.0indirect
PyPIpytest-subprocess1.5.3indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.4.0indirect
PyPIpython-iso6392026.4.20indirect
PyPIpython-multipart0.0.32indirect
PyPIpython-oxmsg0.0.2indirect
PyPIpython-pptx1.0.2indirect
PyPIpytz2026.2indirect
PyPIpywin32312indirect
PyPIqdrant-clientindirect
PyPIqdrant-client1.14.3indirect
PyPIqdrant-edge-pyindirect
PyPIqdrant-edge-py0.7.2indirect
PyPIquestionary2.1.1indirect
PyPIrapidfuzz3.14.5indirect
PyPIrapidocr3.8.1indirect
PyPIredis8.0.0indirect
PyPIreferencing0.37.0indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.5.1indirect
PyPIrtree1.4.1indirect
PyPIruff0.15.1indirect
PyPIs3transfer0.19.2indirect
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PyPIscipy1.15.3indirect
PyPIscipy1.17.1indirect
PyPIscrapegraph-pyindirect
PyPIscrapegraph-py1.47.0indirect
PyPIscrapfly-sdkindirect
PyPIscrapfly-sdk0.10.5indirect
PyPIseleniumindirect
PyPIselenium4.44.0indirect
PyPIsemchunk3.2.5indirect
PyPIsemver3.0.4indirect
PyPIsentry-sdk2.62.0indirect
PyPIserpapiindirect
PyPIserpapi1.0.2indirect
PyPIsetuptools83.0.0indirect
PyPIshapely2.1.2indirect
PyPIshellingham1.5.4indirect
PyPIsinglestoredbindirect
PyPIsinglestoredb1.16.10indirect
PyPIsix1.17.0indirect
PyPIsmmap5.0.3indirect
PyPIsniffio1.3.1indirect
PyPIsnowflake-connector-pythonindirect
PyPIsnowflake-connector-python4.6.0indirect
PyPIsnowflake-sqlalchemyindirect
PyPIsnowflake-sqlalchemy1.10.0indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve2.8.4indirect
PyPIspider-clientindirect
PyPIspider-client0.1.88indirect
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PyPIsqlalchemy2.0.50indirect
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PyPIsse-starlette3.4.4indirect
PyPIstagehandindirect
PyPIstagehand3.21.0indirect
PyPIstarlette1.3.1indirect
PyPIstevedore5.8.0indirect
PyPIsympy1.14.0indirect
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PyPItavily-pythonindirect
PyPItavily-python0.7.25indirect
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PyPItermcolor3.3.0indirect
PyPItimm1.0.27indirect
PyPItoml0.10.2indirect
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PyPItransformers5.10.2indirect
PyPItree-sitter0.25.2indirect
PyPItree-sitter-c0.24.2indirect
PyPItree-sitter-javascript0.25.0indirect
PyPItree-sitter-python0.25.0indirect
PyPItree-sitter-typescript0.23.2indirect
PyPItrio0.33.0indirect
PyPItrio-websocket0.12.2indirect
PyPItriton3.7.0indirect
PyPItyper0.21.2indirect
PyPItypes-aiofiles25.1.0.20260518indirect
PyPItypes-appdirs1.4.3.5indirect
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PyPItypes-cffi2.0.0.20260518indirect
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PyPItypes-pymysql1.1.0.20250916indirect
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PyPItypes-pyyaml6.0.12.20260518indirect
PyPItypes-redis4.6.0.20241004indirect
PyPItypes-regex2026.1.15.20260116indirect
PyPItypes-requests2.31.0.20240406indirect
PyPItypes-s3transfer0.16.0indirect
PyPItypes-setuptools82.0.0.20260518indirect
PyPItyping-extensions4.15.0indirect
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PyPItzdata2026.2indirect
PyPIuc-micro-py2.0.0indirect
PyPIunstructuredindirect
PyPIunstructured0.18.32indirect
PyPIunstructured-client0.42.12indirect
PyPIunstructured-inference1.2.0indirect
PyPIunstructured-pytesseract0.3.15indirect
PyPIurllib32.7.0indirect
PyPIuuid-utils0.16.0indirect
PyPIuvicorn0.49.0indirect
PyPIuvloop0.22.1indirect
PyPIvalidators0.35.0indirect
PyPIvcrpy8.2.1indirect
PyPIvirtualenv21.4.2indirect
PyPIvoyageaiindirect
PyPIvoyageai0.3.7indirect
PyPIwatchfiles1.2.0indirect
PyPIwcmatch10.1indirect
PyPIwcwidth0.8.1indirect
PyPIweaviate-clientindirect
PyPIweaviate-client4.16.2indirect
PyPIweaviate-client4.21.3indirect
PyPIwebencodings0.5.1indirect
PyPIwebsocket-client1.9.0indirect
PyPIwebsockets15.0.1indirect
PyPIwin32-setctime1.2.0indirect
PyPIwrapt2.2.1indirect
PyPIwsproto1.3.2indirect
PyPIxlrd2.0.2indirect
PyPIxlsxwriter3.2.9indirect
PyPIxxhash3.7.0indirect
PyPIyarl1.24.2indirect
PyPIzipp4.1.0indirect
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Dependency advisories 1

Installing pypi:crewai@1.15.10 pulls in 132 packages, direct and transitive: 1 carry known advisories, of which 1 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
chromadb1.1.1directcritical2

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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